The more I watch AI hardware launches, the more it feels

The more I watch AI hardware launches, the more it feels like the real gains are shifting from “bigger model” to “smarter math.” If researchers can squeeze better reasoning and efficiency out of existing models, normal people get faster tools, cheaper subscriptions, and AI features that actually run on phones and laptops instead of giant cloud servers.